Pendakur, Krishna and Pendakur, Ravi and Woodcock, Simon (2006): A Representation Index: Glass Ceilings and Sticky Floors.
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Recent research on glass ceilings and sticky floors has focused on the magnitude of differences between groups in the upper and lower quantile cutoffs of the conditional wage distribution. However, quantile cutoffs for different groups are only weakly informative of representation. For example, if the top decile cutoff is lower for minority than majority workers, this tells us that minority workers are under-represented in the top decile, but does not tell us the magnitude of the under-representation. In this paper, we propose a direct measure of the representation of a population subgroup, which we define as the proportion of group members whose earnings lie below (or above) a population earnings quantile. Our representation index is easily generalised to condition on characteristics (such as age, education, etc). Further, it generalizes naturally to an index of the severity (or cost) of under-representation to group members, which is based on dollar-weighted representation. Both representation and severity indices are easily calculated via existing regression techniques. We illustrate the approach using Canadian earnings data.
|Item Type:||MPRA Paper|
|Institution:||Simon Fraser University|
|Original Title:||A Representation Index: Glass Ceilings and Sticky Floors|
|Keywords:||representation; glass ceiling; discrimination; quantile regression; expectile regression|
|Subjects:||C - Mathematical and Quantitative Methods > C1 - Econometric and Statistical Methods and Methodology: General
J - Labor and Demographic Economics > J7 - Labor Discrimination > J71 - Discrimination
|Depositing User:||Simon Woodcock|
|Date Deposited:||06. Jan 2007|
|Last Modified:||16. Feb 2013 18:18|
Available Versions of this Item
Glass Ceilings and Sticky Floors: A Representation Index. (deposited 06. Oct 2006)
- A Representation Index: Glass Ceilings and Sticky Floors. (deposited 06. Jan 2007) [Currently Displayed]